{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import copy\n",
    "from datetime import datetime, timedelta\n",
    "import glob\n",
    "import re\n",
    "\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import peregrine\n",
    "import peregrine.acquisition\n",
    "import peregrine.analysis.samples\n",
    "import peregrine.analysis.acquisition\n",
    "\n",
    "import peregrine.include.generateCAcode\n",
    "import peregrine.samples\n",
    "import peregrine.tracking\n",
    "import peregrine.initSettings\n",
    "import peregrine.ephemeris\n",
    "import peregrine.gps_time\n",
    "import peregrine.navigation as nav\n",
    "import peregrine.gps_constants as gps\n",
    "import peregrine.sig_gen as sg\n",
    "import peregrine.parallel_processing as pp\n",
    "\n",
    "import swiftnav.track\n",
    "import swiftnav.correlate\n",
    "\n",
    "import tricks\n",
    "from tricks import *\n",
    "\n",
    "fs=16.368e6; fi=fs/4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "run='/home/henry/Documents/car1-lot1-20150722-121630.1bit'; num_skip=int(fs*15); num_samples=int(fs*40)\n",
    "s = peregrine.samples.load_samples(run, file_format='1bit', \n",
    "                                       num_samples=num_samples, num_skip=num_skip)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100% Time: 0:00:06                                                             \n",
      "PRN  1 SNR  28.02 @ CP  379.7, -2260.07 Hz A\n",
      "PRN  6 SNR  79.36 @ CP  932.8, +3478.42 Hz A\n",
      "PRN 13 SNR 107.44 @ CP  358.8, -2738.76 Hz A\n",
      "PRN 15 SNR 136.56 @ CP  363.1, -1474.11 Hz A\n",
      "PRN 17 SNR 232.12 @ CP  470.9,  -723.05 Hz A\n",
      "PRN 24 SNR 138.04 @ CP  126.9, +3221.84 Hz A\n",
      "PRN 28 SNR 184.19 @ CP 1020.0, -1229.46 Hz A\n",
      "PRN 46 SNR  32.29 @ CP  981.4,  +444.41 Hz A\n",
      "PRN 48 SNR 123.66 @ CP  101.5,  +365.94 Hz A\n",
      "PRN 51 SNR 104.88 @ CP  443.6,  +401.37 Hz A\n"
     ]
    },
    {
     "data": {
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fu9aW2Vrq79DTN3Z9xA69PV0N87VgVRVhwNHAF6pqa1XdCLwFOH6pLy1nxi++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\nNACLMEmSpAFYhEmSJA3AIkySJGkA/z9TIobqv1dn+gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f5d806052d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "prns_search = range(51)\n",
    "A = peregrine.acquisition.Acquisition(s, fs, fi, (gps.chips_per_code * fs / gps.chip_rate), \n",
    "                                      n_codes_integrate=4)\n",
    "acq = A.acquisition(prns=prns_search, show_progress=True, doppler_search=7000, threshold=24)\n",
    "acqed = [a for a in acq if a.status=='A']\n",
    "peregrine.analysis.acquisition.snr_bars(acq)\n",
    "peregrine.analysis.acquisition.acq_table(acq)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100% Time: 0:00:36                                                             \n"
     ]
    }
   ],
   "source": [
    "prns_to_track = [17, 48, 51]\n",
    "\n",
    "coherent_len = 1; s2bw = 20\n",
    "ms_to_track = None #100 * 1000\n",
    "chans = [a for a in acqed if a.prn+1 in prns_to_track]\n",
    "\n",
    "track_res={tr.prn: tr for tr in peregrine.tracking.track(s, chans,\n",
    "                                     ms_to_track=ms_to_track,\n",
    "                                     sampling_freq=fs,\n",
    "                                     stage1_loop_filter_params=(\n",
    "                                        (1, 0.7, 1),     # Code loop parameters\n",
    "                                        (15, 0.7, 1),    # Carrier loop parameters\n",
    "                                        1e3,             # Loop frequency\n",
    "                                        5,               # Carrier loop aiding_igain\n",
    "                                        1540),\n",
    "                                     stage2_coherent_ms=coherent_len,\n",
    "                                     stage2_loop_filter_params=(\n",
    "                                        (1, 0.7, 1),     # Code loop parameters\n",
    "                                        (s2bw, 0.7, 1),    # Carrier loop parameters\n",
    "                                        1e3/coherent_len,# Loop frequency\n",
    "                                        0,               # Carrier loop aiding_igain\n",
    "                                        1540),\n",
    "                                     multi=(prns_to_track > 1)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 .. 39977 <=> 0.0011 .. 39.9781\n"
     ]
    },
    {
     "data": {
      "image/png": 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4VweJGVsZ2WDhe2YXddFWauKt1DxVSsQ7jTcqy+j0lxLxzWTZKcBLiMwfzJ6+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77G9/jrb6ZzJnhmVf2kLf8EeGZbns37bMlKsj+9bxe+hTkbKsmTkmygl5crq+q7mK+t+TC9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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f5d810bfa10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tr = track_res[48-1]\n",
    "plot_tr(tr, plots=['P','IQ'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 1.  0.  0. ...,  1.  1.  1.]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(-0.5, 1.5)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f5d80f995d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "nav_msg_syms_raw = (np.sign(np.real(tr.P))+1)/2\n",
    "print nav_msg_syms_raw\n",
    "plt.plot(nav_msg_syms_raw[1000:][:50],'.')\n",
    "plt.ylim(-0.5, 1.5)\n",
    "\n",
    "# These are every ms, i.e. two of these samples make up each 500 Hz SBAS message symbol.\n",
    "# Alignment is unknown."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
